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README.md

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| SWE-Lego-Qwen3-32B | Qwen3-32B | 32B | Dense | OpenHands | 57.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Lego/SWE-Lego) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-32B) |
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| SWE-rebench-openhands-Qwen3-30B-A3B | Qwen3-30B-A3B | 30B-A3B | MoE | OpenHands | 49.7 | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/datasets/nebius/SWE-rebench-openhands-trajectories) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/nebius/SWE-rebench-openhands-Qwen3-30B-A3B) |
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| Devstral | Mistral Small 3 | 22B | Dense | OpenHands | 46.8 | - | [![Website](https://img.shields.io/badge/Website-blog-5B9BD5?logo=googlechrome&logoColor=white)](https://mistral.ai/news/devstral) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/mistralai/Devstral-Small-2507) |
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| Co-PatcheR | Qwen2.5-Coder-14B | 3×14B | Dense | PatchPilot-mini | 46.0 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/ucsb-mlsec/Co-PatcheR) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/collections/UCSB-SURFI/co-patcher) |
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| SWE-Swiss-32B | Qwen2.5-32B-Instruct | 32B | Dense | Agentless | 45.0 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/zhenyuhe00/SWE-Swiss) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/models) |
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| Co-PatcheR | Qwen2.5-Coder-14B | 3×14B | Dense | PatchPilot-mini | 46 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/ucsb-mlsec/Co-PatcheR) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/collections/UCSB-SURFI/co-patcher) |
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| SWE-Swiss-32B | Qwen2.5-32B-Instruct | 32B | Dense | Agentless | 45 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/zhenyuhe00/SWE-Swiss) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/models) |
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| SWE-Lego-Qwen3-8B | Qwen3-8B | 8B | Dense | OpenHands | 44.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Lego/SWE-Lego) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-8B) |
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| Lingma SWE-GPT | Qwen2.5-72B-Instruct | 72B | Dense | SWESynInfer | 30.2 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/LingmaTongyi/Lingma-SWE-GPT) | - | - |
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| SWE-Gym-Qwen-32B | Qwen2.5-Coder-32B | 32B | Dense | OpenHands, MoatlessTools | 20.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| Lingma SWE-GPT | Qwen2.5-Coder-7B | 7B | Dense | SWESynInfer | 18.2 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/LingmaTongyi/Lingma-SWE-GPT) | - | - |
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| SWE-Gym-Qwen-14B | Qwen2.5-Coder-14B | 14B | Dense | OpenHands, MoatlessTools | 16.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| SWE-Gym-Qwen-7B | Qwen2.5-Coder-7B | 7B | Dense | OpenHands, MoatlessTools | 10.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| CGM-SWE-PY | Qwen2.5-Coder-72B | 72B | Dense | Graph RAG | 50.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/codefuse-ai/CodeFuse-CGM) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/codefuse-ai/CodeFuse-CGM-72B) |
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data/tables/table3.csv

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SWE-Lego-Qwen3-32B,Qwen3-32B,32B,Dense,OpenHands,57.6,\ghlink{https://github.com/SWE-Lego/SWE-Lego},\hflink{https://huggingface.co/SWE-Lego/datasets},\hflink{https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-32B}
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SWE-rebench-openhands-Qwen3-30B-A3B,Qwen3-30B-A3B,30B-A3B,MoE,OpenHands,49.7,-,\hflink{https://huggingface.co/datasets/nebius/SWE-rebench-openhands-trajectories},\hflink{https://huggingface.co/nebius/SWE-rebench-openhands-Qwen3-30B-A3B}
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Devstral,Mistral Small 3,22B,Dense,OpenHands,46.8,-,\bloglink{https://mistral.ai/news/devstral},\hflink{https://huggingface.co/mistralai/Devstral-Small-2507}
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Co-PatcheR,Qwen2.5-Coder-14B,3$\times$14B,Dense,PatchPilot-mini,46.0,\ghlink{https://github.com/ucsb-mlsec/Co-PatcheR},-,\hflink{https://huggingface.co/collections/UCSB-SURFI/co-patcher}
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SWE-Swiss-32B,Qwen2.5-32B-Instruct,32B,Dense,Agentless,45.0,\ghlink{https://github.com/zhenyuhe00/SWE-Swiss},\hflink{https://huggingface.co/SWE-Swiss/datasets},\hflink{https://huggingface.co/SWE-Swiss/models}
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Co-PatcheR,Qwen2.5-Coder-14B,3$\times$14B,Dense,PatchPilot-mini,46,\ghlink{https://github.com/ucsb-mlsec/Co-PatcheR},-,\hflink{https://huggingface.co/collections/UCSB-SURFI/co-patcher}
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SWE-Swiss-32B,Qwen2.5-32B-Instruct,32B,Dense,Agentless,45,\ghlink{https://github.com/zhenyuhe00/SWE-Swiss},\hflink{https://huggingface.co/SWE-Swiss/datasets},\hflink{https://huggingface.co/SWE-Swiss/models}
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SWE-Lego-Qwen3-8B,Qwen3-8B,8B,Dense,OpenHands,44.4,\ghlink{https://github.com/SWE-Lego/SWE-Lego},\hflink{https://huggingface.co/SWE-Lego/datasets},\hflink{https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-8B}
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Lingma SWE-GPT,Qwen2.5-72B-Instruct,72B,Dense,SWESynInfer,30.2,\ghlink{https://github.com/LingmaTongyi/Lingma-SWE-GPT},-,-
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SWE-Gym-Qwen-32B,Qwen2.5-Coder-32B,32B,Dense,"OpenHands, MoatlessTools",20.6,\ghlink{https://github.com/SWE-Gym/SWE-Gym},-,\hflink{https://huggingface.co/SWE-Gym}
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Lingma SWE-GPT,Qwen2.5-Coder-7B,7B,Dense,SWESynInfer,18.2,\ghlink{https://github.com/LingmaTongyi/Lingma-SWE-GPT},-,-
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SWE-Gym-Qwen-14B,Qwen2.5-Coder-14B,14B,Dense,"OpenHands, MoatlessTools",16.4,\ghlink{https://github.com/SWE-Gym/SWE-Gym},-,\hflink{https://huggingface.co/SWE-Gym}
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SWE-Gym-Qwen-7B,Qwen2.5-Coder-7B,7B,Dense,"OpenHands, MoatlessTools",10.6,\ghlink{https://github.com/SWE-Gym/SWE-Gym},-,\hflink{https://huggingface.co/SWE-Gym}
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CGM-SWE-PY,Qwen2.5-Coder-72B,72B,Dense,Graph RAG,50.4,\ghlink{https://github.com/codefuse-ai/CodeFuse-CGM},-,\hflink{https://huggingface.co/codefuse-ai/CodeFuse-CGM-72B}

docs/tables.md

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| SWE-Lego-Qwen3-32B | Qwen3-32B | 32B | Dense | OpenHands | 57.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Lego/SWE-Lego) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-32B) |
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| SWE-rebench-openhands-Qwen3-30B-A3B | Qwen3-30B-A3B | 30B-A3B | MoE | OpenHands | 49.7 | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/datasets/nebius/SWE-rebench-openhands-trajectories) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/nebius/SWE-rebench-openhands-Qwen3-30B-A3B) |
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| Devstral | Mistral Small 3 | 22B | Dense | OpenHands | 46.8 | - | [![Website](https://img.shields.io/badge/Website-blog-5B9BD5?logo=googlechrome&logoColor=white)](https://mistral.ai/news/devstral) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/mistralai/Devstral-Small-2507) |
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| Co-PatcheR | Qwen2.5-Coder-14B | 3×14B | Dense | PatchPilot-mini | 46.0 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/ucsb-mlsec/Co-PatcheR) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/collections/UCSB-SURFI/co-patcher) |
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| SWE-Swiss-32B | Qwen2.5-32B-Instruct | 32B | Dense | Agentless | 45.0 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/zhenyuhe00/SWE-Swiss) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/models) |
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| Co-PatcheR | Qwen2.5-Coder-14B | 3×14B | Dense | PatchPilot-mini | 46 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/ucsb-mlsec/Co-PatcheR) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/collections/UCSB-SURFI/co-patcher) |
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| SWE-Swiss-32B | Qwen2.5-32B-Instruct | 32B | Dense | Agentless | 45 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/zhenyuhe00/SWE-Swiss) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Swiss/models) |
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| SWE-Lego-Qwen3-8B | Qwen3-8B | 8B | Dense | OpenHands | 44.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Lego/SWE-Lego) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/datasets) | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Lego/SWE-Lego-Qwen3-8B) |
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| Lingma SWE-GPT | Qwen2.5-72B-Instruct | 72B | Dense | SWESynInfer | 30.2 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/LingmaTongyi/Lingma-SWE-GPT) | - | - |
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| SWE-Gym-Qwen-32B | Qwen2.5-Coder-32B | 32B | Dense | OpenHands, MoatlessTools | 20.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| Lingma SWE-GPT | Qwen2.5-Coder-7B | 7B | Dense | SWESynInfer | 18.2 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/LingmaTongyi/Lingma-SWE-GPT) | - | - |
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| SWE-Gym-Qwen-14B | Qwen2.5-Coder-14B | 14B | Dense | OpenHands, MoatlessTools | 16.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| SWE-Gym-Qwen-7B | Qwen2.5-Coder-7B | 7B | Dense | OpenHands, MoatlessTools | 10.6 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/SWE-Gym/SWE-Gym) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/SWE-Gym) |
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| CGM-SWE-PY | Qwen2.5-Coder-72B | 72B | Dense | Graph RAG | 50.4 | [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/codefuse-ai/CodeFuse-CGM) | - | [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/codefuse-ai/CodeFuse-CGM-72B) |
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